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When dealing with missing values in a dataset that includes a categorical variable like 'happiness_tier', what is the most appropriate imputation strategy?
A
No imputation is necessary for categorical variables.
B
Impute using the median.
C
Impute using the mean.
D
Impute using the most common value (or mode).
